/ Roadmap · 12 months · signal-driven /

One Brain. Four Hands.

Give your AI coding assistant permanent memory, honest code insight, and security awareness — all local, all open, all yours.

/ vision /

What Forge is becoming.

Forge is the open, local-first memory and intelligence layer for AI-assisted development. Your AI assistant — Claude Code, Cursor, Windsurf, your own scripts — knows your codebase structure, your security posture, your past mistakes, and your decisions. Not because you typed it twice. Because everything writes to one Brain you own, on your machine.

/ architecture /

Four tools. One brain.

Every tool writes to the same Brain. Your AI reads from all of them.

sutrawhat your code is
securewhere your risk is
fusewhat your sessions did
youwhat you decided and why
BRAINyour local store
your AI, everywhere,with memory
/ release train /

Six releases. One direction.

Each ships when its gate is met — not on a calendar.

v0shipped
Foundation
What exists today
Now

12 repos, a working 4-agent harness, sutra on npm.

1.0next
Memory
Brain becomes the product
Month 1–2

Give your AI a permanent memory in one command.

1.5planned
Front Door
Funnel tools polished and launched
Month 2–3

Honest code-graph and session insight — free, local, 60-sec wow.

2.0planned
Cloud
Sync, teams, adoption
Month 3–5

Your memory, everywhere. Team brains. Free hosted tier, generous rate limits.

2.5planned
Intelligence
Tools auto-feed the Brain
Month 5–7

Your AI now knows your repo — structure, risk, history.

3.0planned
Network
Plugins and shared knowledge
Month 7–12

A collective brain for AI devs. Plug in, share, learn.

/ detail /

What ships in each release.

1.0Memorynext

Brain stops being a substrate and becomes a product a stranger can adopt in 5 minutes.

Brain
  • 1-command install — generator at mcp.sbknext.com
  • Memory survives /clear and /compact
  • Auto-capture decisions and mistakes (no manual save)
  • Session-start recall injects repo context
  • Web dashboard — browse, search, edit memories
  • Free tier — instant token, no card
1.5Front Doorplanned

Free, shareable tools that bring devs in — each ends with "now give it memory → Brain."

sutra
  • Live watch mode — graph updates as you code
  • Cross-repo map (echo-ai ↔ brain-api)
  • Shareable graph link
  • "Explain this feature" — AI explains from the graph
fuse
  • Real-time mistake alerts mid-session
  • Skill auto-templating from repeated edits
  • Token + cost analytics per session
  • "Promote to ledger" — one click feeds Brain
2.0Cloudplanned

Retention and adoption. Forge is free; open-core (Apache-2.0) is yours to self-host. Need scale or compliance? Self-host or contact us.

Brain Cloud
  • Multi-device sync
  • Team / shared brains
  • SSO and audit log (enterprise self-host)
  • Free hosted tier — generous rate limits, no paywall
  • Import notes, ledgers, git history
secure
  • CI gate — fail PRs on new secrets vs baseline
  • One-line GitHub Action
  • Trend-over-time dashboard
  • Deeper Python + multi-language depth
2.5Intelligenceplanned

The convergence. All tools enrich one Brain. The AI gets smarter for it.

Brain
  • Unified knowledge write from sutra, secure, fuse
  • Codebase-aware AI queries (no re-scan)
  • Memory consolidation — summaries decay gracefully
  • Decision log linked to commits
  • Personal Mistakes Ledger, productized
3.0Networkplanned

From personal brain to collective intelligence.

Network
  • Plugin API public — extend Brain without forking
  • Shared knowledge graphs — opt-in community brains
  • forge-skills marketplace
  • Cross-tool, cross-team memory federation
  • "Forge ships Forge" harness opened as a template
/ timeline /

12-month swimlane.

Approximate cadence — gates drive real ship dates.

M1
M2
M3
M4
M5
M6
M7
M8
M9
M10
M11
M12
Brain
1.0 product
2.0 cloud
2.5 intel
3.0 network
sutra
1.5 live-watch
fuse
1.5 auto-capture
secure
2.0 CI gate
adoption
free tier + self-host
story
"Forge ships Forge" — every week
/ repos /

Every repo. A destination.

Where each piece of the ecosystem is headed.

RepoBecomes
brain-mcp / corebrainThe product — Brain (Cloud + open-core)
forge-sutraFunnel #1 — free, live-watch, feeds Brain
claude-fuseFunnel #2 — auto-capture engine
forge-secureSecond tool — CI gate (month 3+), free + self-hostable
forge-clientThe SDK every tool installs
forge-siteOne-story front door → Brain
forge-skills3.0 marketplace seed
forge framework / harnessThe story — #1 content engine, free and open
echo-aiProof-of-Forge demo
/ backlog /

Dream features. Not committed.

Ideas we want to build — no promises, no dates.

Ask Your Repo

Natural-language Q&A over sutra graph + Brain.

PR Drift Bot

Flags orphaned endpoints + dangling tests on every PR.

VS Code / Cursor Extension

Feature graph + memory recall inside the editor.

Auto-Rotate on Leak

secure finds a secret, opens a PR to remove + rotate.

What Did I Ship This Week

Harness auto-digest to your build-in-public feed.

Memory Time-Travel

See what you knew about this repo a month ago.

Onboarding-in-a-Box

Point Forge at a repo, get a new-hire walkthrough.

Local LLM Mode

Full end-to-end with Ollama/llama/qwen — zero cloud.

No date-driven shipping. Each release ships when its gate is met. Forge is free — generous rate limits, no paywall. Need to scale, run private, or meet compliance/SSO? Self-host the open-core (Apache-2.0), or contact us for a one-time setup. We build in public — follow along.